MQL下纳米sic增强Al基复合材料的可持续磨削性能:结合人工蜂群(ABC)算法的集成Box-Behnken设计

A. Nandakumar, T. Rajmohan, S. Vijayabhaskar, D. Vijayan
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引用次数: 2

摘要

陶瓷增强复合材料中磨料颗粒的存在会在高温下产生摩擦,使加工变得复杂。润滑剂可以用来防止高温的危害。研究了在最小润滑条件下,润滑油对纳米碳化硅增强铝基复合材料磨削性能的影响。采用Box-Behnken设计,利用外圆磨床进行磨削实验。采用基于响应面法(RSM)的人工蜂群(ABC)算法,综合考虑切削深度、工件速度、砂轮速度和纳米碳化硅的wt %,对表面粗糙度、磨削力和温度等多项性能进行了优化。利用原子力显微镜(AFM)和扫描电子显微镜(SEM)观察加工表面和车轮的形貌。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sustainable Grinding Performances of Nano-Sic Reinforced Al Matrix Composites under MQL: An Integrated Box–Behnken Design Coupled with Artificial Bee Colony (ABC) Algorithm
The presence of abrasive particles in ceramic reinforced composite materials makes the machining complicated by generating friction at elevated temperatures. Lubricants can be used to prohibit the hazard of higher temperatures. This research work is focused on examining the effects of lubricants on the grinding performances of Al matrix composites reinforced with nano-SiC particles under minimum quantity lubrication (MQL). A cylindrical grinding machine is used to perform the grinding experiments by employing a Box–Behnken design. Multiple performances, such as surface roughness, grinding forces and temperature, are optimized by considering the depth of cut, speed of the workpiece, wheel speed and wt % of nano-SiC using response surface methodology (RSM)-based artificial bee colony (ABC) algorithm. Atomic force microscope (AFM) and scanning electron microscopy (SEM) are used to observe the morphologies of the machined surfaces and the wheel.
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